scrapebench

Use cases

What people actually pull from these sources

72 worked examples — each one a real job, the exact input that does it, and the real rows that come back. Every one of them is a thing the source portal will not let you export.

Alabama Contractor License Lookup & Verify (LBGC)

Verify an Alabama Contractor by License Number

Check an Alabama general contractor licence by number against the state Licensing Board for General Contractors - business name, city, licence type and contact, as an exportable row.

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Arkansas Contractor License Lookup & Verify (ACLB)

Find Arkansas Contractors by Name

Search the Arkansas Contractors Licensing Board by business name and get licence number, type, status, expiration, county and phone for every match at once.

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ATS & Career Page Jobs Scraper (Greenhouse, Lever, Workday)

New Job Postings This Week Across a Company List

A weekly hiring-signal feed: only roles published on or after a date you set, across as many employer domains as you submit.

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Every Open Job at a Company, From Its Career Page

Give a company domain and get every open role from the ATS behind its career page — title, team, location, posting date and apply link.

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Open Roles From a Workday Careers Site

Workday boards hold some of the largest job counts and need their careers URL rather than a domain. Paste the URL and get the roles.

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Business Email, Phone & Contact Details Scraper

Find contact details for a list of company websites

Turn a batch of company website URLs into contactable details — email, phone, social links and address, de-obfuscated, classified, and franchise-flagged, one row per site.

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California Construction Trades Directory & Leads (CSLB)

Build a regional construction lead list in one run

How to turn a sales territory into a deduplicated list of licensed building trades — and why doing it one trade at a time quietly costs you duplicates.

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California Contractor Directory by Trade & County (CSLB)

All Licensed Electricians in Los Angeles County

Every active C-10 electrical contractor in Los Angeles County from the official CSLB registry — business, contact, bond, and workers' comp.

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Plumbing Contractors in Orange County

Every active C-36 plumbing contractor in Orange County from the official CSLB registry — business, contact, bond, and workers' comp.

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General Building Contractors in San Diego County

Every active Class B general building contractor in San Diego County, from the official CSLB registry — a clean, structured list for outreach.

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California Contractor License Lookup & Verify (CSLB)

Check a California Contractor's Bond & Workers' Comp

Pull a California contractor's bond and workers'-comp status by business name or license number, from the CSLB registry.

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Find Every CSLB License an Owner Holds by Name

Search California CSLB by a person's name to find every license they're listed on (owner/RMO/RME), across business names.

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Verify a California Contractor by License Number

Confirm a CSLB contractor license — status, classifications, bond, and workers' comp — from the official California registry.

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Chamber of Commerce Member Directory & Business Leads Scraper

Concord Chamber members with contact emails

Every member of the Concord Chamber of Commerce, enriched with a contact email crawled from each member's own website.

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All Contra Costa County chamber members

Every member of every indexed chamber in a county, in one run — the local business base as structured rows.

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Connecticut Contractor Directory & Leads Scraper (DCP)

Build a Hartford County Home Improvement Contractor List

Pull every active Connecticut home improvement contractor registered in Hartford County from DCP's open data - name, registration number, town and expiration in one CSV.

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Contractor License Expiration Monitor & Alerts (Notion)

Catch a lapsed subcontractor licence before the claim does

A weekly automated re-check of your contractor roster across 8 states, delivered to Notion — what it actually surfaces, what it costs, and why 'no alerts' is the result you're paying for.

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Contractor License Verify - AI Agent Tool (17 States)

Give an AI agent the ability to verify a contractor licence

Wiring a 17-state licence check into an LLM tool-calling loop - and the three verdicts your prompt has to handle before you ship it.

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Crexi Commercial Real Estate Listings & Broker Scraper

Building a County-Level Commercial Inventory Map from Crexi

Every commercial listing in a set of markets, with county, coordinates and asking price on each row — and how to sweep past Crexi's 1,499-result paging ceiling.

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Florida Contractor Directory & Leads Scraper (DBPR)

Pull Every Certified General Contractor in a Florida County

Get the full DBPR list of certified general contractors for a Florida county - licence number, status, business name and address - without paging the portal by hand.

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Florida Contractor License Lookup & Verify (DBPR)

Check a Florida Contractor's License Status

Confirm a Florida contractor's license status and expiration before hiring or onboarding — straight from the official DBPR registry.

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Look Up Florida Contractors by Name

Search Florida DBPR contractor and trade licenses by business or licensee name — license number, type, status, and expiration.

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Verify a Florida Contractor by License Number

Check a Florida DBPR contractor license by number — type, status, expiration, county, and address, from the official state registry.

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Google Ads Transparency Center & Competitor Ad Scraper

How Long Has That Ad Been Running? Creative Longevity from the Transparency Center

Google publishes no impressions or spend — but it does publish first-shown and last-shown per creative, and the gap between them is the signal most people are really after.

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HdL Municipal Business License Lookup

Search El Cajon Business Licenses by Address

Find which businesses hold a municipal license at a given address in El Cajon, CA (HdL Companies portal) -- account #, issue/expiration dates.

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Search Pomona Business Licenses by Name

Look up a business's municipal license in Pomona, CA (HdL Companies portal) by business name -- account #, issue/expiration dates, and address.

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Illinois Roofing Contractor Directory & Leads Scraper (IDFPR)

Build a Cook County Roofing Contractor List

Pull every licensed Illinois roofing contractor in Cook County from IDFPR's open data - licence number, status, business name and city, ready for outreach.

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Kalshi & Polymarket Prediction Market Odds Scraper

Reading Kalshi's Weather Markets by City, Station and Bracket

Kalshi's temperature contracts never name the city in the question. Here is how to get city, settlement station and bracket bounds as columns you can join to a forecast.

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Louisiana Contractor License Lookup

List Louisiana Commercial Contractors by Parish

Pull active Louisiana LSLBC commercial licence holders for one parish - classifications, qualifying parties, expiration and contact details in a single export.

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Massachusetts Construction License Lookup & Verify (CSL)

Verify a Massachusetts CSL by License Number

Check a Massachusetts Construction Supervisor License (CSL) by number -- type, status, and address/expiration detail from the official MyLicense registry.

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Michigan Contractor License Lookup & Verify (LARA)

Verify a Michigan Contractor License by Number

Check a Michigan LARA contractor license by number -- type, status, and address, straight from the official Accela registry.

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Minnesota Contractor License Lookup & Verify (DLI)

Find Minnesota Roofing Contractors with Enforcement Actions

Screen Minnesota residential roofing contractors against DLI's own roster and surface only the licences carrying an enforcement action - revoked, suspended or disciplined.

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Multi-State Contractor & Trade License Lookup

Check a Connecticut Home Improvement Contractor

Verify a Connecticut home-improvement contractor (HIC) registration by number or business name — status and expiration.

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Look Up Oregon Contractors by Name

Search Oregon CCB contractor licenses by business or person name — license number, status, bond, and insurance — in one run.

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Verify a Texas Trade License (TDLR)

Look up a Texas TDLR trade license (electrician, HVAC, plumber) by number or business name — type, expiration, and county.

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Verify a Washington Contractor License

Check a Washington (L&I) contractor or trade license by number, business, or person name — status, type, expiration, and location.

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Nevada Contractor License Lookup & Verify (NSCB)

Look Up Nevada Contractors by Name

Search Nevada NSCB licences by business name when all you have is a company name — and see every licence that name holds, not just the first one.

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Verify a Nevada Contractor by License Number

Check a Nevada NSCB licence by number — classification, status, monetary limit, bond and expiry — before you sign, onboard or pay.

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New Mexico Contractor License Lookup & Verify (NM CID)

Find Every New Mexico Contractor License by Name

Search NM CID by business name to pull every matching contractor license, CAPTCHA handled for you.

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List New Mexico Contractors in a City

Pull New Mexico CID contractors in a given city, straight from the official CID registry.

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Verify a New Mexico Contractor by License Number

Confirm an NM CID contractor license number and business name from the official New Mexico registry.

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North Carolina Contractor License Lookup & Verify (NCLBGC)

Verify a North Carolina Contractor by License Number

Check an NCLBGC licence by number - status, classification, expiration, address and phone - straight from the Board's own portal, as a row you can file.

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Oregon Contractor Directory & Leads Scraper (CCB)

Build a Multnomah County Residential Contractor List

Pull every CCB-licensed residential general contractor in Multnomah County with bond, insurance and expiration attached - one run instead of paging CCB search.

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Oregon Contractor License Lookup & Verify (CCB)

Check an Oregon Contractor's Bond and Insurance

Look up an Oregon CCB licence and read the bond and liability insurance on file with it - the fields that decide whether a contractor can legally take your job.

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OSHA Violation Risk & Time-Series

Compare Employers' OSHA Safety Risk

Compare two or more employers' OSHA safety records side by side — risk score, repeat-offender flag, penalties, and violation trend for each.

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Dollar General OSHA Violation History & Risk

Get Dollar General's OSHA inspection and violation history with a severity-weighted risk score, repeat-offender flag, and violations-over-time trend.

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Screen a Supplier for OSHA Repeat Violations

Vet a vendor before contracting: pull its OSHA inspection history and see repeat violations, total penalties, and a 0-100 safety-risk score.

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App Review Teardown & Insights (AI)

AI Teardown of an App's App Store Reviews

Turn an app's App Store and Google Play reviews into an AI teardown — strengths, weaknesses, top complaints, and feature requests.

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Compare Two Competitor Apps' Reviews

Drop in two apps for a side-by-side competitive battlecard from their reviews — where each wins and what users complain about.

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Find the Top Complaints in an App's Reviews

Surface the most common complaints and most-requested features across an app's reviews — for product and VoC prioritization.

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SAM.gov Federal Contract Opportunity Alert

Alert: New Federal IT Services Contracts

Get new SAM.gov contract opportunities under IT-services NAICS codes (541512 and more) the day they post — title, agency, deadline, and link.

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Monitor Small-Business Set-Aside Opportunities

Track federal solicitations set aside for small business — run it on a schedule and get the matching opportunities each time, from the official SAM.gov registry.

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Watch a Federal Agency for New Contracts

Follow one buying agency (e.g. Veterans Affairs) and get its new contract opportunities as they post — deadline, set-aside, NAICS, and SAM.gov link.

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Shopify Price & Stock Change Tracker

Monitor a Competitor's Shopify Prices

Track a Shopify store's price changes over time — increases and decreases with old price, new price, and % change per SKU.

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Track Restocks on a Shopify Store

Get alerted when products come back in stock or sell out on a Shopify store — restock and out-of-stock signals per variant.

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Watch a Shopify Store for New Products

Catch every product a Shopify store adds or removes between runs — for trend-spotting and assortment tracking.

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Shopify Store Audit & Tech-Stack Lead Scorer

Audit a Competitor's Shopify Tech Stack

Detect a Shopify store's installed apps, theme, and catalog and pricing signals from its public storefront.

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Detect a Shopify Store's Apps & Theme

Identify which apps and theme a Shopify store runs — reviews, email, search, upsell, loyalty, subscription, chat — plus gaps.

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Find Shopify Stores Missing a Reviews App

Audit Shopify stores and flag the ones with no reviews app installed — warm leads for reviews and UGC app vendors.

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Multi-State Corporate & Business Entity Registry (CO, CT, OR)

Daily Delta: New Business Entities (CO, CT, OR)

Pull every business entity formed since a given date across Colorado, Connecticut and Oregon in one run — the newly-formed-company list, without watching three registries.

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Pull Colorado Business Entity Registrations

Pull Colorado's registered business entities into a spreadsheet — for sizing a market, mapping where companies actually are, or checking what a state's formation data really contains.

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Search Multi-State Business Entities by Name

Find every registered entity whose name contains a phrase, across Colorado, Connecticut and Oregon — for due diligence, or untangling a group of related companies.

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South Carolina Contractor License Lookup & Verify (SC LLR)

Find Every SC Contractor License by Name

Search South Carolina LLR by a business or licensee name to pull every matching contractor license.

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List South Carolina General Contractors in a City

Pull South Carolina general contractors in a given city by classification, straight from the SC LLR registry.

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Verify a South Carolina Contractor by License Number

Confirm an SC LLR contractor license — status and type — from the official South Carolina registry.

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Tennessee Contractor License Lookup & Verify (TN DOCI)

Look Up Tennessee Contractors by Name

Search Tennessee's DOCI licence portal by business name across the contractor and plumber boards - licence number, status, classification and expiration in one table.

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Texas Contractor Directory & Leads Scraper (TDLR)

Build a Travis County HVAC Contractor List

Pull every licensed A/C contractor in Travis County from TDLR's open data - licence number, owner, subtype and expiration - and know before you start which TDLR trades carry phone numbers.

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Texas Contractor & Trade License Lookup (TDLR)

Find Texas Electricians by Company Name

Search TDLR's licence data by company name for electrical contractors and trade licences - number, type, status, expiration and city for every match.

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Virginia Contractor License Lookup (DPOR Bulk)

List Class A Contractors in a Virginia City

Filter DPOR's published regulant list down to Class A contractors in one Virginia city - licence number, name, address and expiration, without a search form.

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Washington Contractor Directory & Leads Scraper (L&I)

Build a King County Active Contractor List

Pull every actively registered Washington contractor in King County from L&I's open data - registration number, business name, city and status in one export.

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Washington Contractor License Lookup & Verify (L&I)

Search Washington Contractors by Business Name

Look up Washington L&I contractor registrations by business name - registration number, status, effective and expiration dates for every matching record.

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Zillow & Redfin Property Data Scraper

Auto-fill a Property Form from Just an Address

Turn a typed street address into a prefilled property record — beds, baths, sqft, year built, lot size, type, valuation and tax — with one API call to Redfin/Zillow.

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